PinnedSubir VermaMulti-objective Ranking in Large-Scale E-commerce Recommender SystemsMotivation7 min read·Jan 10, 2024--2--2
PinnedSubir VermaTransformer-based Sequential Denoising Auto-Encoder: Job2VecUsing TSDAE to convert Job descriptions into Vector for Job Search4 min read·Apr 17, 2022--2--2
PinnedSubir VermaSemantic Search with S-BERT is all you needBuilding In-house Semantic Search Engine from Scratch — Fast and Accurate14 min read·Jun 5, 2021--14--14
Subir VermaRetrieval-Augmented Generation — Deep DiveLet’s try to break down RAG architecture and understand components and intuition behind why they work11 min read·Jan 30, 2024----
Subir VermaEvent-Driven Microservices in Data ScienceEvent-driven microservices communicate with each other via event messages. When business events occur, producers publish them with…3 min read·Mar 25, 2022----
Subir VermaPersonalization and Recommendation with Contextual Bandits 🤖Simulate a content personalization scenario with Vowpal Wabbit using contextual bandits to make choices between actions in a given context.11 min read·Dec 1, 2021--2--2
Subir VermaBehavior Sequence Transformer** Paper Study of Alibaba’s SOTA RecSys **4 min read·Oct 18, 2021----
Subir VermaSearch, Rank, and RecommendationsEasy way to re-rank search results and personalized recommendations.8 min read·Jul 5, 2021--1--1
Subir VermaAdversarial Validation: Battling OverfittingAdversarial validation is an extremely useful method and allows you to quickly check the similarity between features in train and test.6 min read·Jun 23, 2020----
Subir VermaSmart Text Pre-ProcessingOut of the box NLP Libraries for text cleaning5 min read·Jun 11, 2020----